This is an excellent point.

Training AIs on quality unbiased data should be looked at as being a pubic good in the classic economic sense.

Governments would find it difficult to justify paying for training an AI for a specific government need or program at that cost. To do it to establish a public resource is something different. Much more akin to why countries have statistical agencies and structured data repositories.